Breastfeeding and the Risk of Illness among Young Children in Rural China
Abstract
:1. Introduction
2. Materials and Methods
2.1. Sample Selection
2.2. Data Collection
2.3. Ethical Approval
2.4. Statistical Analysis
3. Results
3.1. Attrition Across Survey Waves
3.2. Socioeconomic and Demographic Characteristics of Participants
3.3. Feeding Behaviors of Children in Rural China
3.4. Dietary Diversity in Children Aged 6–18 Months in Rural China
3.5. Health Status of Children in Rural China
3.6. Links between Feeding Behavior and Health Status of Children
4. Discussion
Author Contributions
Funding
Conflicts of Interest
Appendix A
Variables | Description |
---|---|
Panel A. Child Characteristics | |
Gender (1 = Male, 0 = Female) | Child’s gender |
Age (months) | Child’s age in months |
Has siblings (1 = Yes, 0 = No) | Child has siblings from the same parents |
Premature Birth (1 = Yes, 0 = No) | Child was born prior to 37 weeks of gestation |
Mother is the primary caregiver (1 = Yes, 0 = No) | Mother is primarily responsible for the child’s care |
Panel B. Household Characteristics | |
Maternal Age >25 (1 = Yes, 0 = No) | Whether mother’s age is above or below 25 years |
Maternal Education (1 ≥ 9 years, 0 ≤ 9 years) | Whether mother has received any high school education |
Paternal Education (1 ≥ 9 years, 0 ≤ 9 years) | Whether father has received any high school education |
Father lives at Home (1 = Yes, 0 = No) | Whether father lives at home with the child |
Grandmother is Healthy (1 = Yes, 0 = No) | Health status of grandmother |
Grandmother Education (1 ≥ 6 years, 0 ≥ 6 years) | Whether grandmother has received any middle school education |
Household Asset Index | Index for durable goods (assets) owned by the household |
Family Receives Minimum Living Standard Guarantee Payments (1 = Yes, 0 = No) | Whether family receives social security support from the government (a measure of poverty) |
Panel C. Feeding Behaviors | |
Exclusive Breastfeeding | Child was fed only through breastfeeding |
Non-exclusive Breastfeeding, without Formula | Child was fed through breastfeeding and food (no formula) |
Non-exclusive Breastfeeding, with Formula and Food | Child was fed through breastfeeding, food, and formula |
Formula with Food | Child was fed through food and formula (no breastfeeding) |
Food Alone | Child was fed only through food |
Dietary diversity | Number of different food types child had consumed the previous day (according to WHO food categories) |
Panel D. Health Outcomes | |
Child had a fever in the past month (1 = Yes, 0 = No) | Caregiver recalls child having a fever in the month prior to survey administration |
Child had diarrhea in the past month (1 = Yes, 0 = No) | Caregiver recalls child having diarrhea in the month prior to survey administration |
Child had a cold in the past month (1 = Yes, 0 = No) | Caregiver recalls child having a cold in the month prior to survey administration |
Child had a cough in the past month (1 = Yes, 0 = No) | Caregiver recalls child having a cough in the month prior to survey administration |
Full Sample | Attrited Sample | Non-Attrited Sample | Difference: (2)–(3) | ||
---|---|---|---|---|---|
Mean | Mean | Mean | p-Value | ||
Standard Deviation | Standard Deviation | Standard Deviation | |||
(1) | (2) | (3) | (4) | ||
Health outcomes | |||||
(1) | Child had a fever in the past month | 0.30 (0.46) | 0.30 (0.46) | 0.30 (0.46) | 0.994 |
(2) | Child had diarrhea in the past month | 0.37 (0.48) | 0.36 (0.48) | 0.37 (0.48) | 0.717 |
(3) | Child had a cold in the past month | 0.57 (0.50) | 0.56 (0.50) | 0.57 (0.50) | 0.717 |
(4) | Child had a cough in the past month | 0.45 (0.50) | 0.47 (0.50) | 0.45 (0.50) | 0.707 |
Characteristics of infant | |||||
(5) | Breastfeeding | 0.58 (0.49) | 0.62 (0.49) | 0.58 (0.49) | 0.249 |
(6) | Dietary diversity | 3.00 (1.20) | 2.99 (1.06) | 3.00 (1.20) | 0.916 |
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Frequency (n) | Percentage (%) | |
---|---|---|
Panel A: Child Characteristics | ||
(1) Male | 949 | 52.7 |
(2) Has Siblings | 373 | 20.7 |
(3) Premature Birth | 198 | 11.0 |
(4) Mother is the Primary Caregiver | 1477 | 82.4 |
Panel B: Household Characteristics | ||
(5) Maternal Age >25 | 903 | 50.1 |
(6) Years of Maternal Education | ||
≤6 years | 497 | 27.6 |
>6 and ≤9 years | 1008 | 55.9 |
>9 years | 297 | 16.5 |
(7) Years of Paternal Education | ||
≤6 years | 413 | 22.9 |
>6 and ≤9 years | 1005 | 55.8 |
>9 years | 384 | 21.3 |
(8) Father at Home | 790 | 43.8 |
(9) Grandmother is Healthy | 761 | 42.2 |
(10) Years of Grandmother Education | ||
≤6 years | 1491 | 82.7 |
>6 and ≤9 years | 263 | 14.6 |
>9 years | 48 | 2.7 |
(11) Asset Index | ||
Poorest tercile Middle tercile Wealthiest tercile | 600 601 601 | −1.2 ± 0.4 −0.2 ± 0.3 1.4 ± 0.7 |
(12) Family Receives Minimum Living Standard Guarantee Payments | 425 | 23.6 |
6–12 Months | 12–18 Months | 18–24 Months | |
---|---|---|---|
Number (%) | Number (%) | Number (%) | |
(1) | (2) | (3) | |
(1) Any Breastfeeding | 1049 (58.2) | 343 (21.5) | 78 (5.2) |
(1.1) Exclusive Breastfeeding | 6 (0.3) | 0 (0.0) | 0 (0.0) |
(1.2) Continued breastfeeding, without Formula | 779 (43.2) | 240 (15.1) | 49 (3.3) |
(1.3) Continued breastfeeding, with Formula/Food | 264 (14.7) | 103 (6.4) | 29 (1.9) |
(2) Any Formula-fed | |||
(2.1) Formula with Food | 733 (40.7) | 1033 (64.9) | 1086 (72.5) |
(3) Food Alone | 20 (1.1) | 216 (13.6) | 335 (22.4) |
(4) Total | 1802 | 1592 | 1499 |
6–12 Months | 12–18 Months | |||
---|---|---|---|---|
Percent/Mean | n | Percent/Mean | n | |
Percentage of children who met the minimum dietary diversity threshold | 18.3 | 330 | 71.8 | 1143 |
Mean number of food types child consumed yesterday | ||||
(1) Full sample | 3.0 | 1802 | 4.2 | 1592 |
(2) Breastfeeding sample | 2.8 | 1049 | 3.7 | 343 |
(3) Non-Breastfeeding sample | 3.3 | 753 | 4.4 | 1249 |
(3.1) Formula with food | 3.3 | 733 | 4.5 | 1033 |
(3.2) Food alone | 3.0 | 20 | 4.1 | 216 |
p-values | ||||
(1) Difference (2)–(3) | <0.01 | <0.01 | ||
(2) Difference (2)–(3.1) | <0.01 | <0.01 | ||
(6) Difference (2)–(3.2) | 0.35 | <0.01 |
6–12 Months | Difference p-Value | 12–18 Months | Difference p-Value | |||||
---|---|---|---|---|---|---|---|---|
Total | Breastfeeding | Total | Breastfeeding | |||||
Yes | No | Yes | No | |||||
(1) | (2) | (3) | (2)–(3) | (4) | (5) | (6) | (5)–(6) | |
(1) Child had a fever in the past month | 541 (30.0) | 28.8(302) | 31.7 (239) | 0.18 | 428 (28.5) | 27.1 (93) | 26.8 (335) | 0.53 |
(2) Child had diarrhea in the past month | 664 (36.9) | 33.2 (348) | 42.0 (316) | <0.01 | 456 (30.4) | 25.1 (86) | 29.6 (370) | 0.02 |
(3) Child had a cold in the past month | 1025 (56.9) | 57.9 (607) | 55.5 (418) | 0.32 | 823 (54.8) | 54.2 (186) | 51.0 (637) | 0.82 |
(4) Child had a cough in the past month | 819 (45.5) | 43.3 (454) | 48.5 (365) | 0.03 | 631 (42.0) | 34.4 (118) | 41.1 (513) | <0.01 |
n | 1802 | 1049 | 753 | 1592 | 343 | 1249 |
OLS | OLS | ||
---|---|---|---|
(1) | (2) | ||
(1) Child had a fever in the past month | −0.017 | −0.014 | |
(0.018) | (0.021) | ||
n | 3394 | 3394 | |
(2) Child had diarrhea in the past month | −0.072 * | −0.119 ** | |
(0.017) | (0.020) | ||
n | 3394 | 3394 | |
(3) Child had a cold in the past month | 0.027 | 0.004 | |
(0.021) | (0.024) | ||
n | 3394 | 3394 | |
(4) Child had a cough in the past month | −0.058 ** | −0.070 ** | |
(0.021) | (0.024) | ||
n | 3394 | 3394 | |
(5) Dietary Diversity | Yes | ||
(6) Controls | Yes | ||
(7) Enumerator fixed effect | Yes | ||
(8) Wave dummies | Yes | Yes |
6–12 Months | 12–18 Months | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
(1) Child had a fever in the past month | −0.030 (0.022) | −0.25 (0.029) | 0.003 (0.026) | −0.003 (0.035) |
(2) Child had diarrhea in the past month | −0.088 * (0.023) | −0.118 * (0.028) | −0.046 (0.026) | −0.118 * (0.034) |
(3) Child had a cold in the past month | 0.024 (0.025) | −0.003 (0.030) | 0.032 (0.033) | 0.013 (0.041) |
(4) Child had a cough in the past month | −0.052 (0.028) | −0.052 (0.032) | −0.067 ** (0.031) | −0.094 ** (0.038) |
(5) Dietary Diversity | Yes | Yes | ||
(6) Controls | Yes | Yes | ||
(7) Enumerator fixed effect | Yes | Yes | ||
(8) Observations | 1802 | 1802 | 1592 | 1592 |
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Share and Cite
Li, S.; Yue, A.; Abbey, C.; Medina, A.; Shi, Y. Breastfeeding and the Risk of Illness among Young Children in Rural China. Int. J. Environ. Res. Public Health 2019, 16, 136. https://doi.org/10.3390/ijerph16010136
Li S, Yue A, Abbey C, Medina A, Shi Y. Breastfeeding and the Risk of Illness among Young Children in Rural China. International Journal of Environmental Research and Public Health. 2019; 16(1):136. https://doi.org/10.3390/ijerph16010136
Chicago/Turabian StyleLi, Shanshan, Ai Yue, Cody Abbey, Alexis Medina, and Yaojiang Shi. 2019. "Breastfeeding and the Risk of Illness among Young Children in Rural China" International Journal of Environmental Research and Public Health 16, no. 1: 136. https://doi.org/10.3390/ijerph16010136
APA StyleLi, S., Yue, A., Abbey, C., Medina, A., & Shi, Y. (2019). Breastfeeding and the Risk of Illness among Young Children in Rural China. International Journal of Environmental Research and Public Health, 16(1), 136. https://doi.org/10.3390/ijerph16010136